Sagemaker

Features

* support local mode in SageMaker Studio (1300)
* Supporting tbac in load_run

Bug Fixes and Other Changes

* update image_uri_configs 12-25-2023 06:17:33 PST
* Disable failed test in IR
* Raise Exception for debug
* create role if needed in `get_execution_role`

Bug Fixes and Other Changes

* update image_uri_configs 12-22-2023 06:17:35 PST
* update model path in local mode
* Using logging instead of prints

Documentation Changes

* update issue template.

Features

* support remote debug for sagemaker training job

Bug Fixes and Other Changes

* update image_uri_configs 12-21-2023 08:32:41 PST
* Update tblib constraint

Features

* Use specific images for SMP v2 jobs
* Added update for model package

Bug Fixes and Other Changes

* Add write permission to job output dirs for remote and step decorator running on non-root job user
* Move func and args serialization of function step to step level

Documentation Changes

* SMP v2 doc updates (1423)
* fix ModelBuilder sample notebook links

Bug Fixes and Other Changes

* Merge branch 'master-rba' into local_merge
* Fix user agent tag issue
* update image_uri_configs 12-13-2023 14:04:54 PST
* update image_uri_configs 12-13-2023 12:23:06 PST

Deprecations and Removals

* remove explicit `partitions` key requirement on pysdk side.

Features

* add non-repeating config logger
* Add SageMaker Geospatial verison 1.x images
* TGI 1.2.0 Image Uri
* support model.register() with triton model
* Enable retrieving function step results for local mode

Bug Fixes and Other Changes

* TGI 1.3.1
* excessive jumpstart instance type logging
* Support local mode for remote function
* `Session.download_data` can not download nested objects
* Fix writing into non-closed file with git clone command
* mitigation of xgboost container incompatibility with new version
* update image and hardware validation with inf and graviton
* remove two setuptools deprecations
* minor jumpstart dev ex improvements
* save utils fix
* Correct DJL neuronx regions
* delete unused file inference-experience-dev-tester.sh
* Fix Experiment Run integ test w.r.t unexpected boto3 version
* Bump test dependencies versions
* fast follow on js uncompressed support - ModelBuilder
* Modify Region List for Neuron Images (HF neuron/neuronx, PT Neuron)

Documentation Changes

* Mention for custom Docker Image